Agent skill
tune-detection
Tune exercise detection sensitivity and thresholds. Use when exercises aren't counting correctly, have false positives, or need calibration adjustments.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/tune-detection
SKILL.md
Tune Detection Thresholds
Common Issues
| Problem | Likely Cause | Fix |
|---|---|---|
| Not counting reps | Thresholds too strict | Lower down threshold or raise up threshold |
| Double counting | Thresholds too loose | Tighten thresholds, add hysteresis |
| Counts on wrong motion | Wrong landmarks | Check landmark IDs match exercise |
| Works for some people | Fixed thresholds | Use body-relative thresholds with getBodyScale() |
Threshold Locations
JSON configs (preferred):
exercises/*.json → detection.thresholds
Legacy functions in exercise_ui.html:
detectLegacySquat- DOWN_ANGLE, UP_ANGLEdetectLegacyPushup- DOWN_ANGLE, UP_ANGLEdetectLegacyJumpingJack- arm position relative to shouldersdetectLegacyCalfRaise- legLength * 0.04 thresholddetectLegacySideStretch- bodyScale * 0.4 threshold
Detection Helpers
The codebase includes helpers for robust detection:
// Check if landmarks are visible
isVisible(landmarks, [23, 24, 25, 26], 0.5)
// Normalize to body size
const bodyScale = getBodyScale(landmarks);
const threshold = baseThreshold * bodyScale;
Testing Changes
- Edit threshold in JSON or HTML
- Restart tracker:
./exercise_tracker.py user_prompt_submit '{}' - Watch the status text - it shows live angle/distance values
- Adjust based on when state transitions happen
Both-sides Averaging
For angle-based exercises, use joint_alt in JSON to average both sides:
"landmarks": {
"joint": [23, 25, 27],
"joint_alt": [24, 26, 28]
}
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?